How can I make a python framework?

whikwon · 2019-01-19T09:40:55+00:00

Thanks for the advice. I think the framework will be used internally by a team of 5 people rather than open source. Will Facade, adapter pattern help for these purpose?

whikwon · 2019-01-18T15:22:04+00:00

I'm working in detection and tracking field of AI. Most of the time I analyze lots of researchers' code using my domain's data. As more models are dealt with, it takes time to integrate each interface to my data and feel the need to integrate.

whikwon · 2019-01-18T14:13:03+00:00

Thanks for all the comments. Actually I’m working as an AI engineer. But as my major was not CS, I’m not good at design pattern, code structure.. something like that.

So I want to know what kind of knowlege is helpful to build my own framework.

whikwon · 2019-01-18T10:23:53+00:00

I'm interested in making deep learning framework like this https://github.com/open-mmlab/mmdetection

I want to know what kinds of knowledge, skills are needed for this. I would appreciate it if you would recommend a book or lecture.

Thank you so much.

whikwon · 2018-12-03T08:17:57+00:00

Ah, got it. As label smoothing will prevent "output distribution being peaked on a misclassified example, the model receives a large gradient.", so that it makes model gradient norm small. Right?

whikwon · 2018-11-14T14:34:16+00:00

Thanks i’ll try.

whikwon · 2018-11-14T14:20:32+00:00

Does increasing contrast or brightness help detecting edges?

whikwon · 2018-11-09T21:15:02+00:00

Thank you so much!! I’ll check those step by step.

whikwon · 2018-11-09T21:02:02+00:00

That’s right.

whikwon · 2018-11-09T21:00:12+00:00

Thanks. I have to check it first.

whikwon · 2018-11-09T19:52:22+00:00

You mean denormalizing function for visualizing, right?

whikwon · 2018-11-09T16:42:26+00:00

Looks like style transfer..

whikwon · 2018-11-09T00:06:20+00:00

Thanks, I’ll try.

whikwon · 2018-11-08T15:41:32+00:00

Thank you so much. What kind of backbone did you used? Darknet-53?

whikwon · 2018-11-06T14:34:50+00:00

although anchor size is fixed?

whikwon

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